Software and ML Engineering

Work History

Tech Stack

• LLMs, embeddings, search/recommendation, RAG, prompt engineering
• ML deployment, monitoring, evaluation, Triton, feature stores
• GCP/Azure/AWS, Kubernetes, Terraform
• Backend, frontend, iOS, Android, and web development

Research & Papers

1. 2026Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces picture_as_pdf
2. 2025Towards Better Search with Domain-Aware Text Embeddings for C2C Marketplaces picture_as_pdf
3. 2025Improving Visual Recommendation on E-commerce Platforms Using Vision-Language Models picture_as_pdf
4. 2025Zero-Shot Retrieval for Scalable Visual Search in a Two-Sided Marketplace picture_as_pdf
5. 2018Brighter the Animation: Study and Application of the Combination of Western and Japanese Animation Process Influences to Improve Efficiency Whilst Retaining Quality of Anime Production picture_as_pdf

Qualifications

• N1 Japanese Language Proficiency Test (2021)
• BS Computer Science, University of the Philippines (2014)